HomebrewML / revlib
Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload
☆127Updated 2 years ago
Alternatives and similar repositories for revlib:
Users that are interested in revlib are comparing it to the libraries listed below
- Named tensors with first-class dimensions for PyTorch☆320Updated last year
- A case study of efficient training of large language models using commodity hardware.☆69Updated 2 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆212Updated 2 years ago
- HomebrewNLP in JAX flavour for maintable TPU-Training☆49Updated last year
- Contrastive Language-Image Pretraining☆142Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆207Updated last year
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated 11 months ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).☆108Updated 2 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆251Updated 2 years ago
- Image augmentation library for Jax☆39Updated last year
- ☆131Updated 2 years ago
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax☆128Updated last year
- Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper☆80Updated 3 years ago
- My implementation of DeepMind's Perceiver☆63Updated 3 years ago
- Implementation of Feedback Transformer in Pytorch☆105Updated 4 years ago
- Train ImageNet *fast* in 500 lines of code with FFCV☆141Updated 11 months ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆131Updated 2 weeks ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆171Updated last week
- ☆202Updated 2 years ago
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆86Updated 3 years ago
- A GPT, made only of MLPs, in Jax☆57Updated 3 years ago
- ☆67Updated last year
- Easy Hypernetworks in Pytorch and Jax☆100Updated 2 years ago
- A Pytree Module system for Deep Learning in JAX☆214Updated 2 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆104Updated 3 years ago
- A pure-functional implementation of a machine learning transformer model in Python/JAX☆177Updated 2 months ago
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆183Updated 2 years ago
- Another attempt at a long-context / efficient transformer by me☆37Updated 3 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 2 years ago
- 🧀 Pytorch code for the Fromage optimiser.☆123Updated 8 months ago